HTTP Proxy is nothing but a simple web based website which helps you browse the internet. HTTP here refers to web based since there are other types of proxies as well like SOCKS.
Normal HTTP proxy works as a tunnel. If you want to browse an unblocked website, you fine a http proxy, which fetches the unblocked website for you. Its like below -
YOU <------> HTTP PROXY <------> Blocked Website
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